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muapi-talking-baby-video

Create a viral-style video of a talking baby with custom costumes and scripts.

63

Quality

75%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./library/motion/talking-baby-video/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is well-structured and actionable: it gives concrete CLI commands, ready-to-use prompts, a clear two-phase sequence with an approval gate, and useful non-obvious agent notes. It respects Claude's competence without padding.

DimensionReasoningScore

Conciseness

The body is lean with no concept-explaining padding: an inputs table, two concrete phases, trigger keywords, and short agent notes, all of which earn their place.

3 / 3

Actionability

Provides concrete executable commands (muapi image generate / video from-image) with model IDs, full prompts, aspect ratios, and a curl fallback with a poll command.

3 / 3

Workflow Clarity

Two phases are clearly sequenced with an explicit validation checkpoint — present the baby image for approval before proceeding to animation.

3 / 3

Progressive Disclosure

A simple single-purpose skill with no external references needed; content is well-organized into Inputs, Steps, Trigger Keywords, and Notes sections.

3 / 3

Total

12

/

12

Passed

Description

50%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is concise, third-person, and free of fluff, clearly conveying what the skill produces. Its main weakness is the absence of an explicit "Use when…" trigger clause, which leaves the "when to use it" half of completeness unanswered.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user wants a funny/viral talking-baby video, baby in a costume, or a talking baby animation."

Broaden trigger terms to cover natural phrasings like "baby talking", "animated baby", or "make a baby say something".

Spell out the concrete actions more fully (e.g. generate a baby character image, then animate it speaking a script) to lift specificity.

DimensionReasoningScore

Specificity

Names the domain and a couple of attributes ("talking baby", "custom costumes and scripts") but describes essentially one action (create a video) rather than multiple distinct concrete actions.

2 / 3

Completeness

Clearly states what the skill does but lacks any "Use when…" trigger clause, which per the guidelines caps completeness at 2.

2 / 3

Trigger Term Quality

Includes some natural terms a user might say ("viral-style video", "talking baby") but coverage is thin and misses common variations.

2 / 3

Distinctiveness Conflict Risk

The talking-baby niche is fairly distinctive, but without explicit trigger guidance it could still overlap with general video-generation skills.

2 / 3

Total

8

/

12

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
SamurAIGPT/Generative-Media-Skills
Reviewed

Table of Contents

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